Files
Brancheneinstufung2/lead-engine/trading_twins_ingest.py
Floke efaa43858d [31388f42] Feature: Integrate Roboplanet Contact Forms into Lead Engine
This commit integrates the Roboplanet website contact form submissions into the Lead Engine, allowing them to be processed alongside TradingTwins leads.

Key changes:
- **Database Schema Update (db.py):** Added a new source column to the leads table for tracking lead origin (TradingTwins or Website-Formular). Includes a migration check to safely add the column.
- **Improved HTML Parsing (ingest.py):** Refined the `parse_roboplanet_form` function to accurately extract data from the specific HTML structure of Roboplanet contact form emails.
- **Enhanced Ingestion Logic (trading_twins_ingest.py):**
    - Renamed `fetch_tradingtwins_emails` to `fetch_new_leads_emails` and updated it to fetch emails from both lead sources.
    - Modified `process_leads` to dynamically select the correct parser based on email subject.
    - Ensured `source` field is correctly populated and `is_low_quality` checks are applied for both lead types.
- **UI Enhancement (app.py):** Updated the Streamlit UI to visually distinguish lead types with icons and improved the "Low Quality Lead" warning message.

This feature enables a unified processing pipeline for different lead sources and provides better visibility in the Lead Engine dashboard.
2026-03-02 19:19:01 +00:00

220 lines
8.1 KiB
Python

import os
import sys
import re
import logging
import requests
import json
from datetime import datetime
from dotenv import load_dotenv
# Ensure we can import from root directory
sys.path.append(os.path.abspath(os.path.join(os.path.dirname(__file__), '..')))
# Import db functions and parsers
try:
from db import insert_lead, init_db
from ingest import parse_roboplanet_form, parse_tradingtwins_html, is_free_mail
except ImportError:
# Fallback for direct execution
sys.path.append(os.path.dirname(__file__))
from db import insert_lead, init_db
from ingest import parse_roboplanet_form, parse_tradingtwins_html, is_free_mail
# Configuration
env_path = os.path.abspath(os.path.join(os.path.dirname(__file__), '..', '.env'))
load_dotenv(dotenv_path=env_path, override=True)
CLIENT_ID = os.getenv("INFO_Application_ID")
TENANT_ID = os.getenv("INFO_Tenant_ID")
CLIENT_SECRET = os.getenv("INFO_Secret")
USER_EMAIL = "info@robo-planet.de"
# Setup logging
logging.basicConfig(level=logging.INFO, format='%(asctime)s - %(levelname)s - %(message)s')
logger = logging.getLogger(__name__)
def get_access_token():
url = f"https://login.microsoftonline.com/{TENANT_ID}/oauth2/v2.0/token"
data = {
"client_id": CLIENT_ID,
"scope": "https://graph.microsoft.com/.default",
"client_secret": CLIENT_SECRET,
"grant_type": "client_credentials"
}
response = requests.post(url, data=data)
response.raise_for_status()
return response.json().get("access_token")
def fetch_new_leads_emails(token, limit=200):
url = f"https://graph.microsoft.com/v1.0/users/{USER_EMAIL}/messages"
headers = {
"Authorization": f"Bearer {token}",
"Content-Type": "application/json"
}
params = {
"$top": limit,
"$select": "id,subject,receivedDateTime,body",
"$orderby": "receivedDateTime desc"
}
response = requests.get(url, headers=headers, params=params)
if response.status_code != 200:
logger.error(f"Graph API Error: {response.status_code} - {response.text}")
return []
all_msgs = response.json().get("value", [])
# Filter client-side for both TradingTwins and Roboplanet contact forms
filtered = [m for m in all_msgs if (
"Neue Anfrage zum Thema Roboter" in (m.get('subject') or '') or
"Kontaktformular Roboplanet" in (m.get('subject') or '')
)]
return filtered
def is_free_mail(email_addr):
"""Checks if an email belongs to a known free-mail provider."""
if not email_addr: return False
free_domains = {
'gmail.com', 'googlemail.com', 'outlook.com', 'hotmail.com', 'live.com',
'msn.com', 'icloud.com', 'me.com', 'mac.com', 'yahoo.com', 'ymail.com',
'rocketmail.com', 'gmx.de', 'gmx.net', 'web.de', 't-online.de',
'freenet.de', 'mail.com', 'protonmail.com', 'proton.me', 'online.de'
}
domain = email_addr.split('@')[-1].lower()
return domain in free_domains
def parse_tradingtwins_html(html_body):
"""
Extracts data from the Tradingtwins HTML table structure.
Pattern: <p ...>Label:</p>...<p ...>Value</p>
"""
data = {}
# Map label names in HTML to our keys
field_map = {
'Firma': 'company',
'Vorname': 'contact_first',
'Nachname': 'contact_last',
'Anrede': 'salutation',
'E-Mail': 'email',
'Rufnummer': 'phone',
'Einsatzzweck': 'purpose',
'Reinigungs-Funktionen': 'cleaning_functions',
'Reinigungs-Fläche': 'area',
'PLZ': 'zip',
'Stadt': 'city',
'Lead-ID': 'source_id'
}
for label, key in field_map.items():
pattern = fr'>\s*{re.escape(label)}:\s*</p>.*?<p[^>]*>(.*?)</p>'
match = re.search(pattern, html_body, re.DOTALL | re.IGNORECASE)
if match:
raw_val = match.group(1).strip()
clean_val = re.sub(r'<[^>]+>', '', raw_val).strip()
data[key] = clean_val
# Composite fields
if data.get('contact_first') and data.get('contact_last'):
data['contact'] = f"{data['contact_first']} {data['contact_last']}"
# Quality Check: Free mail or missing company
email = data.get('email', '')
company = data.get('company', '-')
data['is_free_mail'] = is_free_mail(email)
data['is_low_quality'] = data['is_free_mail'] or company == '-' or not company
# Ensure source_id is present and map to 'id' for db.py compatibility
if not data.get('source_id'):
data['source_id'] = f"tt_unknown_{int(datetime.now().timestamp())}"
data['id'] = data['source_id'] # db.py expects 'id' for source_id column
return data
def process_leads(auto_sync=False):
init_db()
new_count = 0
try:
token = get_access_token()
emails = fetch_new_leads_emails(token) # Use the new function
logger.info(f"Found {len(emails)} potential lead emails.")
for email in emails:
subject = email.get('subject') or ''
body = email.get('body', {}).get('content', '')
received_at_str = email.get('receivedDateTime')
received_at = None
if received_at_str:
try:
received_at = datetime.fromisoformat(received_at_str.replace('Z', '+00:00'))
except:
pass
lead_data = {}
source_prefix = "unknown"
source_display_name = "Unknown"
if "Neue Anfrage zum Thema Roboter" in subject:
lead_data = parse_tradingtwins_html(body)
source_prefix = "tt"
source_display_name = "TradingTwins"
elif "Kontaktformular Roboplanet" in subject:
lead_data = parse_roboplanet_form(body)
source_prefix = "rp"
source_display_name = "Website-Formular"
else:
# Should not happen with current filtering, but good for robustness
logger.warning(f"Skipping unknown email type: {subject}")
continue
lead_data['source'] = source_display_name # Add the new source field for the DB
lead_data['raw_body'] = body
lead_data['received_at'] = received_at
# Apply general quality checks (if not already done by parser)
if 'is_free_mail' not in lead_data:
lead_data['is_free_mail'] = is_free_mail(lead_data.get('email', ''))
if 'is_low_quality' not in lead_data:
company_name_check = lead_data.get('company', '')
# Consider company name '-' as missing/invalid
if company_name_check == '-': company_name_check = ''
lead_data['is_low_quality'] = lead_data['is_free_mail'] or not company_name_check
company_name = lead_data.get('company')
if not company_name or company_name == '-':
# Fallback: if company name is missing, use contact name as company
company_name = lead_data.get('contact')
lead_data['company'] = company_name
if not company_name:
logger.warning(f"Skipping lead due to missing company and contact name: {subject}")
continue
# Ensure source_id and 'id' for db.py compatibility
if not lead_data.get('source_id'):
lead_data['source_id'] = f"{source_prefix}_unknown_{int(datetime.now().timestamp())}"
lead_data['id'] = lead_data['source_id'] # db.py expects 'id' for source_id column
if insert_lead(lead_data):
logger.info(f" -> Ingested ({source_prefix}): {company_name}")
new_count += 1
if new_count > 0 and auto_sync:
logger.info(f"Triggering auto-sync for {new_count} new leads...")
from enrich import run_sync
run_sync()
return new_count
except Exception as e:
logger.error(f"Error in process_leads: {e}")
return 0
if __name__ == "__main__":
count = process_leads()
print(f"Ingested {count} new leads.")